Cyclists' Perception of Risk

Consider a cyclist going around in a urban scenario. There are situations which are riskier than others. To a human this sense of risk is noticeable, but how can an automatic system do this? Help us understand the cyclist perception of risk by classifying the following videos according to what you consider more riskier for the cyclist.